Dr. Tanja Liesch
- Office Hours: nach Vereinbarung
- Room: 021
- Phone: +49 721 608 47602
- Fax: +49 721 608 47603
- tanja liesch ∂does-not-exist.kit edu
Work areas
- Numerical modelling of flow, mass and heat transport
- Use of artificial intelligence/machine learning in hydrogeology
- Statistical methods
- Hydraulic methods
- Groundwater-dependent ecosystems
- Geoinformation systems (GIS)
- Project management / application system / expert opinions
- Supervision of Master, Bachelor and project work
Courses
- Groundwater modelling
- Hydraulic methods
- Geoinformation processing with GIS
- Hydrogeological site and laboratory methods
- Excursions
- Supervision of project studies, Bachelor and Master theses
Publications
Book Chapters
Subsurface Flow and Sulfate Dissolution Response to the Construction and Restoration of the River Weir in Hessigheim, Germany
Montenegro, H.; Kauther, R.; Strasser, D.; Liesch, T.; Goldscheider, N.
2017. EuroKarst 2016, Neuchâtel – Advances in the Hydrogeology of Karst and Carbonate Reservoirs. Ed.: P. Renard, 57–63, Springer International Publishing. doi:10.1007/978-3-319-45465-8_6
Montenegro, H.; Kauther, R.; Strasser, D.; Liesch, T.; Goldscheider, N.
2017. EuroKarst 2016, Neuchâtel – Advances in the Hydrogeology of Karst and Carbonate Reservoirs. Ed.: P. Renard, 57–63, Springer International Publishing. doi:10.1007/978-3-319-45465-8_6
Challenges of Implementing IWRM in the Lower Jordan Valley
Klinger, J.; Riepl, D.; Wolff, H.-P.; Heinz, I.; Rödiger, T.; Guttman, J.; Samhan, S.; Tamimi, A.; Subah, A.; Sauter, M.; Müller, R.; Geyer, S.; Ali, W.; Afferden, M. van; Lee, M.-Y.; Liesch, T.; Hötzl, H.; Goldscheider, N.
2016. tIntegrated Water Resources Management : Concept, Research and Implementation. Ed.: D. Borchardt, 749–777, Springer International Publishing. doi:10.1007/978-3-319-25071-7_28
Klinger, J.; Riepl, D.; Wolff, H.-P.; Heinz, I.; Rödiger, T.; Guttman, J.; Samhan, S.; Tamimi, A.; Subah, A.; Sauter, M.; Müller, R.; Geyer, S.; Ali, W.; Afferden, M. van; Lee, M.-Y.; Liesch, T.; Hötzl, H.; Goldscheider, N.
2016. tIntegrated Water Resources Management : Concept, Research and Implementation. Ed.: D. Borchardt, 749–777, Springer International Publishing. doi:10.1007/978-3-319-25071-7_28
PhD Theses
Ermittlung der Grundwassergefährdung mit Hilfe künstlicher neuronaler Netze. PhD dissertation
Liesch, T.
2006. Universität Karlsruhe (TH). doi:10.5445/IR/1000004730
Liesch, T.
2006. Universität Karlsruhe (TH). doi:10.5445/IR/1000004730
Journal Articles
Flooding and flood water storage in karst systems of the Mediterranean region
Xanke, J.; Stevanović, Z.; Liesch, T.; Kaltenbrunn, A.; Ravbar, N.; Jourde, H.; Andreo, B.; Barberá, J. A.; Goldscheider, N.
2024. Hydrogeology Journal, 32 (6), 1587–1605. doi:10.1007/s10040-024-02811-0
Xanke, J.; Stevanović, Z.; Liesch, T.; Kaltenbrunn, A.; Ravbar, N.; Jourde, H.; Andreo, B.; Barberá, J. A.; Goldscheider, N.
2024. Hydrogeology Journal, 32 (6), 1587–1605. doi:10.1007/s10040-024-02811-0
Carbonate rocks and karst water resources in the Mediterranean region
Xanke, J.; Goldscheider, N.; Bakalowicz, M.; Barberá, J. A.; Broda, S.; Chen, Z.; Ghanmi, M.; Günther, A.; Hartmann, A.; Jourde, H.; Liesch, T.; Mudarra, M.; Petitta, M.; Ravbar, N.; Stevanović, Z.
2024. Hydrogeology Journal, 32 (5), 1397–1418. doi:10.1007/s10040-024-02810-1
Xanke, J.; Goldscheider, N.; Bakalowicz, M.; Barberá, J. A.; Broda, S.; Chen, Z.; Ghanmi, M.; Günther, A.; Hartmann, A.; Jourde, H.; Liesch, T.; Mudarra, M.; Petitta, M.; Ravbar, N.; Stevanović, Z.
2024. Hydrogeology Journal, 32 (5), 1397–1418. doi:10.1007/s10040-024-02810-1
Data-driven modeling of hydraulic head time series: results and lessons learned from the 2022 groundwater modeling challenge
Collenteur, R. A.; Haaf, E.; Bakker, M.; Liesch, T.; Wunsch, A.; Soonthornrangsan, J.; White, J.; Martin, N.; Hugman, R.; Fienen, M.; de Sousa, E.; Vanden Berghe, D.; Fan, X.; Peterson, T.; Bikše, J.; Di Ciacca, A.; Wang, X.; Zheng, Y.; Nölscher, M.; Koch, J.; Schneider, R.; Benavides Höglund, N.; Chidepudi, S. K. R.; Henriot, A.; Massei, N.; Jardani, A.; Rudolph, M. G.; Rouhani, A.; Gómez-Hernández, J.; Jomaa, S.; Pölz, A.; Franken, T.; Behbooei, M.; Lin, J.; Tolson, B.; Meysami, R.
2024. Hydrology and earth system sciences discussions, 1–21. doi:10.5194/hess-2024-111
Collenteur, R. A.; Haaf, E.; Bakker, M.; Liesch, T.; Wunsch, A.; Soonthornrangsan, J.; White, J.; Martin, N.; Hugman, R.; Fienen, M.; de Sousa, E.; Vanden Berghe, D.; Fan, X.; Peterson, T.; Bikše, J.; Di Ciacca, A.; Wang, X.; Zheng, Y.; Nölscher, M.; Koch, J.; Schneider, R.; Benavides Höglund, N.; Chidepudi, S. K. R.; Henriot, A.; Massei, N.; Jardani, A.; Rudolph, M. G.; Rouhani, A.; Gómez-Hernández, J.; Jomaa, S.; Pölz, A.; Franken, T.; Behbooei, M.; Lin, J.; Tolson, B.; Meysami, R.
2024. Hydrology and earth system sciences discussions, 1–21. doi:10.5194/hess-2024-111
Towards understanding the influence of seasons on low-groundwater periods based on explainable machine learning
Wunsch, A.; Liesch, T.; Goldscheider, N.
2024. Hydrology and Earth System Sciences, 28 (9), 2167 – 2178. doi:10.5194/hess-28-2167-2024
Wunsch, A.; Liesch, T.; Goldscheider, N.
2024. Hydrology and Earth System Sciences, 28 (9), 2167 – 2178. doi:10.5194/hess-28-2167-2024
On the challenges of global entity-aware deep learning models for groundwater level prediction
Heudorfer, B.; Liesch, T.; Broda, S.
2024. Hydrology and Earth System Sciences, 28 (3), 525–543. doi:10.5194/hess-28-525-2024
Heudorfer, B.; Liesch, T.; Broda, S.
2024. Hydrology and Earth System Sciences, 28 (3), 525–543. doi:10.5194/hess-28-525-2024
Influence of sediments burying the discharge area of a karst aquifer on the groundwater flow field—Numerical testing of conceptual models
Ohmer, M.; Liesch, T.; Goldscheider, N.
2023. Hydrological Processes, 37 (12), e15048. doi:10.1002/hyp.15048
Ohmer, M.; Liesch, T.; Goldscheider, N.
2023. Hydrological Processes, 37 (12), e15048. doi:10.1002/hyp.15048
Application of machine learning and deep neural networks for spatial prediction of groundwater nitrate concentration to improve land use management practices
Karimanzira, D.; Weis, J.; Wunsch, A.; Ritzau, L.; Liesch, T.; Ohmer, M.
2023. Frontiers in Water, 5. doi:10.3389/frwa.2023.1193142
Karimanzira, D.; Weis, J.; Wunsch, A.; Ritzau, L.; Liesch, T.; Ohmer, M.
2023. Frontiers in Water, 5. doi:10.3389/frwa.2023.1193142
On the challenges of global entity-aware deep learning models for groundwater level prediction
Heudorfer, B.; Liesch, T.; Broda, S.
2023. Hydrology and earth system sciences discussions. doi:10.5194/hess-2023-192
Heudorfer, B.; Liesch, T.; Broda, S.
2023. Hydrology and earth system sciences discussions. doi:10.5194/hess-2023-192
When best is the enemy of good – critical evaluation of performance criteria in hydrological models
Cinkus, G.; Mazzilli, N.; Jourde, H.; Wunsch, A.; Liesch, T.; Ravbar, N.; Chen, Z.; Goldscheider, N.
2023. Hydrology and Earth System Sciences, 27 (13), 2397–2411. doi:10.5194/hess-27-2397-2023
Cinkus, G.; Mazzilli, N.; Jourde, H.; Wunsch, A.; Liesch, T.; Ravbar, N.; Chen, Z.; Goldscheider, N.
2023. Hydrology and Earth System Sciences, 27 (13), 2397–2411. doi:10.5194/hess-27-2397-2023
Global analysis of land-use changes in karst areas and the implications for water resources [Globale Analyse von Landnutzungsänderungen in Karstgebieten und deren Auswirkungen auf die Wasserressourcen]
Zhang, J.; Liesch, T.; Chen, Z.; Goldscheider, N.
2023. Hydrogeology Journal, 31, 1197–1208. doi:10.1007/s10040-023-02650-5
Zhang, J.; Liesch, T.; Chen, Z.; Goldscheider, N.
2023. Hydrogeology Journal, 31, 1197–1208. doi:10.1007/s10040-023-02650-5
Comparison of artificial neural networks and reservoir models for simulating karst spring discharge on five test sites in the Alpine and Mediterranean regions
Cinkus, G.; Wunsch, A.; Mazzilli, N.; Liesch, T.; Chen, Z.; Ravbar, N.; Doummar, J.; Fernández-Ortega, J.; Barberá, J. A.; Andreo, B.; Goldscheider, N.; Jourde, H.
2023. Hydrology and Earth System Sciences, 27 (10), 1961–1985. doi:10.5194/hess-27-1961-2023
Cinkus, G.; Wunsch, A.; Mazzilli, N.; Liesch, T.; Chen, Z.; Ravbar, N.; Doummar, J.; Fernández-Ortega, J.; Barberá, J. A.; Andreo, B.; Goldscheider, N.; Jourde, H.
2023. Hydrology and Earth System Sciences, 27 (10), 1961–1985. doi:10.5194/hess-27-1961-2023
Spatiotemporal optimization of groundwater monitoring networks using data-driven sparse sensing methods
Ohmer, M.; Liesch, T.; Wunsch, A.
2022. Hydrology and Earth System Sciences, 26 (15), 4033–4053. doi:10.5194/hess-26-4033-2022
Ohmer, M.; Liesch, T.; Wunsch, A.
2022. Hydrology and Earth System Sciences, 26 (15), 4033–4053. doi:10.5194/hess-26-4033-2022
Konzepte zur Wiederverwendung von aufbereitetem Abwasser im Unteren Jordantal = Concepts for the reuse of treated wastewater in the Lower Jordan Valley
Xanke, J.; Ohmer, M.; Liesch, T.
2022. Wasserwirtschaft, 112 (7-8), 61–67. doi:10.1007/s35147-022-1100-z
Xanke, J.; Ohmer, M.; Liesch, T.
2022. Wasserwirtschaft, 112 (7-8), 61–67. doi:10.1007/s35147-022-1100-z
Erratum zu: Berechnung von Temperaturfahnen im Grundwasser mit analytischen und numerischen Modellen
Ohmer, M.; Klester, A.; Kissinger, A.; Mirbach, S.; Class, H.; Schneider, M.; Lindenlaub, M.; Bauer, M.; Liesch, T.; Menberg, K.; Blum, P.
2022. Grundwasser, 27, 149–150. doi:10.1007/s00767-022-00513-6
Ohmer, M.; Klester, A.; Kissinger, A.; Mirbach, S.; Class, H.; Schneider, M.; Lindenlaub, M.; Bauer, M.; Liesch, T.; Menberg, K.; Blum, P.
2022. Grundwasser, 27, 149–150. doi:10.1007/s00767-022-00513-6
Karst spring discharge modeling based on deep learning using spatially distributed input data
Wunsch, A.; Liesch, T.; Cinkus, G.; Ravbar, N.; Chen, Z.; Mazzilli, N.; Jourde, H.; Goldscheider, N.
2022. Hydrology and Earth System Sciences, 26 (9), 2405–2430. doi:10.5194/hess-26-2405-2022
Wunsch, A.; Liesch, T.; Cinkus, G.; Ravbar, N.; Chen, Z.; Mazzilli, N.; Jourde, H.; Goldscheider, N.
2022. Hydrology and Earth System Sciences, 26 (9), 2405–2430. doi:10.5194/hess-26-2405-2022
Deep learning shows declining groundwater levels in Germany until 2100 due to climate change
Wunsch, A.; Liesch, T.; Broda, S.
2022. Nature Communications, 13 (1), Artikel-Nr.: 1221. doi:10.1038/s41467-022-28770-2
Wunsch, A.; Liesch, T.; Broda, S.
2022. Nature Communications, 13 (1), Artikel-Nr.: 1221. doi:10.1038/s41467-022-28770-2
Berechnung von Temperaturfahnen im Grundwasser mit analytischen und numerischen Modellen : Calculation of temperature plumes in groundwater with analytical and numerical models
Ohmer, M.; Klester, A.; Kissinger, A.; Mirbach, S.; Class, H.; Schneider, M.; Lindenlaub, M.; Bauer, M.; Liesch, T.; Menberg, K.; Blum, P.
2022. Grundwasser, 27, 113–129. doi:10.1007/s00767-022-00509-2
Ohmer, M.; Klester, A.; Kissinger, A.; Mirbach, S.; Class, H.; Schneider, M.; Lindenlaub, M.; Bauer, M.; Liesch, T.; Menberg, K.; Blum, P.
2022. Grundwasser, 27, 113–129. doi:10.1007/s00767-022-00509-2
Quantification and possible causes of declining groundwater resources in the Euro-Mediterranean region from 2003 to 2020
Xanke, J.; Liesch, T.
2022. Hydrogeology Journal, 30, 379–400. doi:10.1007/s10040-021-02448-3
Xanke, J.; Liesch, T.
2022. Hydrogeology Journal, 30, 379–400. doi:10.1007/s10040-021-02448-3
Groundwater level forecasting with artificial neural networks: A comparison of long short-term memory (LSTM), convolutional neural networks (CNNs), and non-linear autoregressive networks with exogenous input (NARX)
Wunsch, A.; Liesch, T.; Broda, S.
2021. Hydrology and Earth System Sciences, 25 (3), 1671–1687. doi:10.5194/hess-25-1671-2021
Wunsch, A.; Liesch, T.; Broda, S.
2021. Hydrology and Earth System Sciences, 25 (3), 1671–1687. doi:10.5194/hess-25-1671-2021
Feature-based Groundwater Hydrograph Clustering Using Unsupervised Self-Organizing Map-Ensembles
Wunsch, A.; Liesch, T.; Broda, S.
2021. Water Resources Management, 36, 39–54. doi:10.1007/s11269-021-03006-y
Wunsch, A.; Liesch, T.; Broda, S.
2021. Water Resources Management, 36, 39–54. doi:10.1007/s11269-021-03006-y
Karst modelling challenge 1: Results of hydrological modelling
Jeannin, P.-Y.; Artigue, G.; Butscher, C.; Chang, Y.; Charlier, J.-B.; Duran, L.; Gill, L.; Hartmann, A.; Johannet, A.; Jourde, H.; Kavousi, A.; Liesch, T.; Liu, Y.; Lüthi, M.; Malard, A.; Mazzilli, N.; Pardo-Igúzquiza, E.; Thiéry, D.; Reimann, T.; Schuler, P.; Wöhling, T.; Wunsch, A.
2021. Journal of hydrology, 600, 126508. doi:10.1016/j.jhydrol.2021.126508
Jeannin, P.-Y.; Artigue, G.; Butscher, C.; Chang, Y.; Charlier, J.-B.; Duran, L.; Gill, L.; Hartmann, A.; Johannet, A.; Jourde, H.; Kavousi, A.; Liesch, T.; Liu, Y.; Lüthi, M.; Malard, A.; Mazzilli, N.; Pardo-Igúzquiza, E.; Thiéry, D.; Reimann, T.; Schuler, P.; Wöhling, T.; Wunsch, A.
2021. Journal of hydrology, 600, 126508. doi:10.1016/j.jhydrol.2021.126508
Hydrogeological site investigation and economic evaluation to assess the potential of managed aquifer recharge in the Lower Jordan Valley
Xanke, J.; Salman, A.; Al-Karablieh, E.; Liesch, T.; Salameh, E.; Goldscheider, N.
2020. Hydrogeology journal, 28, 745–762. doi:10.1007/s10040-019-02058-0
Xanke, J.; Salman, A.; Al-Karablieh, E.; Liesch, T.; Salameh, E.; Goldscheider, N.
2020. Hydrogeology journal, 28, 745–762. doi:10.1007/s10040-019-02058-0
On the Optimal Spatial Design for Groundwater Level Monitoring Networks
Ohmer, M.; Liesch, T.; Goldscheider, N.
2019. Water resources research, 2019WR025728. doi:10.1029/2019WR025728
Ohmer, M.; Liesch, T.; Goldscheider, N.
2019. Water resources research, 2019WR025728. doi:10.1029/2019WR025728
Aquifer responses to long-term climatic periodicities
Liesch, T.; Wunsch, A.
2019. Journal of hydrology, 572, 226–242. doi:10.1016/j.jhydrol.2019.02.060
Liesch, T.; Wunsch, A.
2019. Journal of hydrology, 572, 226–242. doi:10.1016/j.jhydrol.2019.02.060
Forecasting groundwater levels using nonlinear autoregressive networks with exogenous input (NARX)
Wunsch, A.; Liesch, T.; Broda, S.
2018. Journal of hydrology, 567, 743–758. doi:10.1016/J.JHYDROL.2018.01.045
Wunsch, A.; Liesch, T.; Broda, S.
2018. Journal of hydrology, 567, 743–758. doi:10.1016/J.JHYDROL.2018.01.045
Multi-tracer approach to characterize hydraulically induced sulfate rock dissolution processes below a weir lock
Strasser, D.; Montenegro, H.; Blechschmidt, L.; Liesch, T.; Goldscheider, N.
2017. Journal of applied water engineering and research, 5 (2), 142–157. doi:10.1080/23249676.2016.1172992
Strasser, D.; Montenegro, H.; Blechschmidt, L.; Liesch, T.; Goldscheider, N.
2017. Journal of applied water engineering and research, 5 (2), 142–157. doi:10.1080/23249676.2016.1172992
On the optimal selection of interpolation methods for groundwater contouring : An example of propagation of uncertainty regarding inter-aquifer exchange
Ohmer, M.; Liesch, T.; Goeppert, N.; Goldscheider, N.
2017. Advances in water resources, 109, 121–132. doi:10.1016/j.advwatres.2017.08.016
Ohmer, M.; Liesch, T.; Goeppert, N.; Goldscheider, N.
2017. Advances in water resources, 109, 121–132. doi:10.1016/j.advwatres.2017.08.016
Correlating Global Precipitation Measurement satellite data with karst spring hydrographs for rapid catchment delineation
Longenecker, J.; Bechtel, T.; Chen, Z.; Goldscheider, N.; Liesch, T.; Walter, R.
2017. Geophysical research letters, 44 (10), 4926–4932. doi:10.1002/2017GL073790
Longenecker, J.; Bechtel, T.; Chen, Z.; Goldscheider, N.; Liesch, T.; Walter, R.
2017. Geophysical research letters, 44 (10), 4926–4932. doi:10.1002/2017GL073790
Contamination risk and drinking water protection for a large-scale managed aquifer recharge site in a semi-arid karst region, Jordan
Xanke, J.; Liesch, T.; Goeppert, N.; Klinger, J.; Gassen, N.; Goldscheider, N.
2017. Hydrogeology journal, 25 (6), 1795–1809. doi:10.1007/s10040-017-1586-0
Xanke, J.; Liesch, T.; Goeppert, N.; Klinger, J.; Gassen, N.; Goldscheider, N.
2017. Hydrogeology journal, 25 (6), 1795–1809. doi:10.1007/s10040-017-1586-0
Isotopic constraints on water source mixing, network leakage and contamination in an urban groundwater system
Grimmeisen, F.; Lehmann, M. F.; Liesch, T.; Goeppert, N.; Klinger, J.; Zopfi, J.; Goldscheider, N.
2017. The science of the total environment, 583, 202–213. doi:10.1016/j.scitotenv.2017.01.054
Grimmeisen, F.; Lehmann, M. F.; Liesch, T.; Goeppert, N.; Klinger, J.; Zopfi, J.; Goldscheider, N.
2017. The science of the total environment, 583, 202–213. doi:10.1016/j.scitotenv.2017.01.054
Modelling groundwater over-extraction in the southern Jordan Valley with scarce data
Alfaro, P.; Liesch, T.; Goldscheider, N.
2017. Hydrogeology journal, 25 (5), 1319–1340. doi:10.1007/s10040-017-1535-y
Alfaro, P.; Liesch, T.; Goldscheider, N.
2017. Hydrogeology journal, 25 (5), 1319–1340. doi:10.1007/s10040-017-1535-y
Numerical long-term assessment of managed aquifer recharge from a reservoir into a karst aquifer in Jordan
Xanke, J.; Jourde, H.; Liesch, T.; Goldscheider, N.
2016. Journal of hydrology, 540, 603–614. doi:10.1016/j.jhydrol.2016.06.058
Xanke, J.; Jourde, H.; Liesch, T.; Goldscheider, N.
2016. Journal of hydrology, 540, 603–614. doi:10.1016/j.jhydrol.2016.06.058
Comparison of GRACE data and groundwater levels for the assessment of groundwater depletion in Jordan
Liesch, T.; Ohmer, M.
2016. Hydrogeology journal, 24 (6), 1–17. doi:10.1007/s10040-016-1416-9
Liesch, T.; Ohmer, M.
2016. Hydrogeology journal, 24 (6), 1–17. doi:10.1007/s10040-016-1416-9
Uranium in groundwater - Fertilizers versus geogenic sources
Liesch, T.; Hinrichsen, S.; Goldscheider, N.
2015. The science of the total environment, 536, 981–995. doi:10.1016/j.scitotenv.2015.05.133
Liesch, T.; Hinrichsen, S.; Goldscheider, N.
2015. The science of the total environment, 536, 981–995. doi:10.1016/j.scitotenv.2015.05.133
Impact of managed aquifer recharge on the chemical and isotopic composition of a karst aquifer, Wala reservoir, Jordan
Xanke, J.; Goeppert, N.; Sawarieh, A.; Liesch, T.; Kinger, J.; Ali, W.; Hoetzl, H.; Hadidi, K.; Goldscheider, N.
2015. Hydrogeology Journal, 23 (5), 1027–1040. doi:10.1007/s10040-015-1233-6
Xanke, J.; Goeppert, N.; Sawarieh, A.; Liesch, T.; Kinger, J.; Ali, W.; Hoetzl, H.; Hadidi, K.; Goldscheider, N.
2015. Hydrogeology Journal, 23 (5), 1027–1040. doi:10.1007/s10040-015-1233-6
Open-loop geothermal heating by combined extraction–injection one-well systems: A feasibility study
Rode, A.; Liesch, T.; Goldscheider, N.
2015. Geothermics, 56, 110–118. doi:10.1016/j.geothermics.2015.03.001
Rode, A.; Liesch, T.; Goldscheider, N.
2015. Geothermics, 56, 110–118. doi:10.1016/j.geothermics.2015.03.001
Conference Papers
Feature-basiertes Clustering von Umweltzeitreihen mit Self-Organizing-Map-Ensembles
Wunsch, A.; Liesch, T.; Broda, S.
2021. INFORMATIK 2020 - Back to the future. Hrsg.: R. H. Reussner, 1035–1041, Gesellschaft für Informatik (GI). doi:10.18420/inf2020_98
Wunsch, A.; Liesch, T.; Broda, S.
2021. INFORMATIK 2020 - Back to the future. Hrsg.: R. H. Reussner, 1035–1041, Gesellschaft für Informatik (GI). doi:10.18420/inf2020_98
Nitrat-Monitoring 4.0 – Intelligente Systeme zur nachhaltigen Reduzierung von Nitrat im Grundwasser
Liesch, T.; Bruns, J.; Abecker, A.; Hilbring, D.; Karimanzira, D.; Martin, T.; Wagner, M.; Wunsch, A.; Fischer, T.
2021. INFORMATIK 2020 - Back to the future. Hrsg.: R.H. Reussner, 1069–1079, Gesellschaft für Informatik (GI). doi:10.18420/inf2020_101
Liesch, T.; Bruns, J.; Abecker, A.; Hilbring, D.; Karimanzira, D.; Martin, T.; Wagner, M.; Wunsch, A.; Fischer, T.
2021. INFORMATIK 2020 - Back to the future. Hrsg.: R.H. Reussner, 1069–1079, Gesellschaft für Informatik (GI). doi:10.18420/inf2020_101
Interpolationsmethoden für Grundwassergleichen –Auswirkungen der Auswahl auf weitere Berechnungen am Beispiel von Austauschvorgängen in der Region Donauried
Ohmer, M.; Liesch, T.; Göppert, N.; Goldscheider, N.
2018. GRUNDWASSER IM UMFELD VON BERGBAU, ENERGIE UND URBANEN RÄUMEN, Herausgeber: A. Banning, S. Frank, R. Kaufmann-Knoke, A. Niedermayr, F. Wisotzky, S. Wohnlich, Institut für Geologie
Ohmer, M.; Liesch, T.; Göppert, N.; Goldscheider, N.
2018. GRUNDWASSER IM UMFELD VON BERGBAU, ENERGIE UND URBANEN RÄUMEN, Herausgeber: A. Banning, S. Frank, R. Kaufmann-Knoke, A. Niedermayr, F. Wisotzky, S. Wohnlich, Institut für Geologie
Wochen-, Monats-und Jahreszeitenvorhersage von Grundwasserständen mit künstlichen neuronalen Netzen
Broda, S.; Wunsch, A.; Liesch, T.
2018. Grundwasser im Umfeld von Bergbau, Energie und urbanen Räumen, Herausgeber: Banning, A. W.; Frank, S.; Kaufmann-Knoke, R.; Niedermayr, A.; Wisotzky, F.; Wohnlich, S., Institut für Geologie
Broda, S.; Wunsch, A.; Liesch, T.
2018. Grundwasser im Umfeld von Bergbau, Energie und urbanen Räumen, Herausgeber: Banning, A. W.; Frank, S.; Kaufmann-Knoke, R.; Niedermayr, A.; Wisotzky, F.; Wohnlich, S., Institut für Geologie
Natürliche und künstliche Tracer zur Charakterisierung von hydraulisch induzierten Lösungsvorgängen unter einem Stauwehrkomplex am Neckar
Straßer, D.; Montenegro, H.; Blechschmidt, L.; Liesch, T.; Goldscheider, N.
2016. Grundwasser - Mensch - Ökosysteme : 25. Tagung der Fachsektion Hydrogeologie in der DGGV 2016, Karlsruher Institut für Technologie (KIT), 13.-17. April 2016. Hrsg.: P. Blum, S. 154, KIT Scientific Publishing
Straßer, D.; Montenegro, H.; Blechschmidt, L.; Liesch, T.; Goldscheider, N.
2016. Grundwasser - Mensch - Ökosysteme : 25. Tagung der Fachsektion Hydrogeologie in der DGGV 2016, Karlsruher Institut für Technologie (KIT), 13.-17. April 2016. Hrsg.: P. Blum, S. 154, KIT Scientific Publishing
Hydrogeological assessment of a managed aquifer recharge site at the Wala reservoir, Jordan
Xanke, J.; Klinger, J.; Liesch, T.; Göppert, N.; Sawarieh, A.; Goldscheider, N.
2016. Grundwasser - Mensch - Ökosysteme : 25. Tagung der Fachsektion Hydrogeologie in der DGGV 2016, Karlsruher Institut für Technologie (KIT), 13.-17. April 2016. Hrsg.: P. Blum, 61–62, KIT Scientific Publishing
Xanke, J.; Klinger, J.; Liesch, T.; Göppert, N.; Sawarieh, A.; Goldscheider, N.
2016. Grundwasser - Mensch - Ökosysteme : 25. Tagung der Fachsektion Hydrogeologie in der DGGV 2016, Karlsruher Institut für Technologie (KIT), 13.-17. April 2016. Hrsg.: P. Blum, 61–62, KIT Scientific Publishing
Reports/Preprints
Towards understanding the influence of seasons on low groundwater periods based on explainable machine learning
Wunsch, A.; Liesch, T.; Goldscheider, N.
2023. Copernicus. doi:10.5194/hess-2023-284
Wunsch, A.; Liesch, T.; Goldscheider, N.
2023. Copernicus. doi:10.5194/hess-2023-284
Entwicklung und Anwendung von Algorithmen zur Berechnung von Grundwasserständen an Referenzmessstellen auf Basis der Methode Künstlicher Neuronaler Netze : Abschlussbericht
Wunsch, A.; Liesch, T.
2020. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000136522
Wunsch, A.; Liesch, T.
2020. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000136522
Presentations
Incorporating spatial information for regionalization of hydrogeological parameters in machine learning models
Ohmer, M.; Doll, F.; Liesch, T.
2023. European Geosciences Union General Assembly (EGU 2023), Vienna, Austria, April 23–28, 2023. doi:10.5194/egusphere-egu23-12842
Ohmer, M.; Doll, F.; Liesch, T.
2023. European Geosciences Union General Assembly (EGU 2023), Vienna, Austria, April 23–28, 2023. doi:10.5194/egusphere-egu23-12842
Using Convolutional Neural Networks To Evaluate Long‐Term Groundwater Trends In Germany
Wunsch, A.; Broda, S.; Liesch, T.
2021, September 9. 48th IAH Congress (2021), Brussels, Belgium, September 6–10, 2021
Wunsch, A.; Broda, S.; Liesch, T.
2021, September 9. 48th IAH Congress (2021), Brussels, Belgium, September 6–10, 2021
Deep Learning based assessment of groundwater level development in Germany until 2100
Wunsch, A.; Liesch, T.; Broda, S.
2021, April 30. European Geosciences Union General Assembly (EGU 2021), Online, April 19–30, 2021. doi:10.5194/egusphere-egu21-9590
Wunsch, A.; Liesch, T.; Broda, S.
2021, April 30. European Geosciences Union General Assembly (EGU 2021), Online, April 19–30, 2021. doi:10.5194/egusphere-egu21-9590
Modeling the discharge behavior of an alpine karst spring influenced by seasonal snow accumulation and melting based on a deep-learning approach
Liesch, T.; Wunsch, A.; Chen, Z.; Golscheider, N.
2021, April 29. European Geosciences Union General Assembly (EGU 2021), Online, April 19–30, 2021. doi:10.5194/egusphere-egu21-12181
Liesch, T.; Wunsch, A.; Chen, Z.; Golscheider, N.
2021, April 29. European Geosciences Union General Assembly (EGU 2021), Online, April 19–30, 2021. doi:10.5194/egusphere-egu21-12181
Feature-basiertes Clustering von Umweltzeitreihen mit Self-Organizing-Map-Ensembles
Wunsch, A.; Liesch, T.; Broda, S.
2020, October 2. 50. Back to the future. 50. Jahrestagung der Gesellschaft für Informatik (Informatik 2020), Online, September 28–October 2, 2020
Wunsch, A.; Liesch, T.; Broda, S.
2020, October 2. 50. Back to the future. 50. Jahrestagung der Gesellschaft für Informatik (Informatik 2020), Online, September 28–October 2, 2020
Uncover Similarities of Groundwater Dynamics with Machine Learning based Hydrograph Clustering (Oral Talk IN43A-07)
Wunsch, A.; Liesch, T.; Broda, S.
2019, December 12. Fall Meeting (AGU 100 2019), San Francisco, CA, USA, December 9–13, 2019
Wunsch, A.; Liesch, T.; Broda, S.
2019, December 12. Fall Meeting (AGU 100 2019), San Francisco, CA, USA, December 9–13, 2019
Wochen-, Monats- und Jahreszeitenvorhersage von Grundwasserständen mit künstlichen neuronalen Netzen
Broda, S.; Wunsch, A.; Liesch, T.; Reichling, J.
2018, March 22. 26. Grundwasser im Umfeld von Bergbau, Energie und urbanen Räumen - Tagung der Fachsektion Hydrogeologie e. V. in der DGGV e.V. (2018), Bochum, Germany, March 21–24, 2018
Broda, S.; Wunsch, A.; Liesch, T.; Reichling, J.
2018, March 22. 26. Grundwasser im Umfeld von Bergbau, Energie und urbanen Räumen - Tagung der Fachsektion Hydrogeologie e. V. in der DGGV e.V. (2018), Bochum, Germany, March 21–24, 2018
Posters
Results from the 2022 Groundwater Time Series Modeling Challenge
Collenteur, R.; Haaf, E.; Liesch, T.; Wunsch, A.; Bakker, M.
2023. European Geosciences Union General Assembly (EGU 2023), Vienna, Austria, April 23–28, 2023. doi:10.5194/egusphere-egu23-9341
Collenteur, R.; Haaf, E.; Liesch, T.; Wunsch, A.; Bakker, M.
2023. European Geosciences Union General Assembly (EGU 2023), Vienna, Austria, April 23–28, 2023. doi:10.5194/egusphere-egu23-9341
Groundwater Level Forecasting with Artificial Neural Networks: A Comparison of LSTM, CNN and NARX
Wunsch, A.; Liesch, T.; Broda, S.
2020, December 15. 101. AGU Fall Meeting (2020), Online, December 1–17, 2020
Wunsch, A.; Liesch, T.; Broda, S.
2020, December 15. 101. AGU Fall Meeting (2020), Online, December 1–17, 2020
Supervised Bachelor and Master Theses
master theses
| 2019 | Numerical flow modelling for the optimisation of the residual flow of a landfill remediation measure |
| Modelling of groundwater flow in the Lake Chad basin | |
| Special features of groundwater flow modelling at a fen site | |
| Numerical groundwater modelling in the vicinity of a remediation measure of the Kochendorf am Neckar lock system | |
| 2018 | Comparison of different methods for the selection of groundwater reference monitoring sites using the example of Hesse |
| Numerical modelling of groundwater hydraulics and pollutant transport in the case of groundwater damage by LHKW near Kronach/Upper Franconia | |
| Investigation of the influence of long-period climatic fluctuations on groundwater levels by means of principal component and wavelet analysis | |
| 2017 | 3D groundwater flow modelling at the Brandenburg an der Havel lock |
| Comparison of different borehole methods to determine the vertical hydraulic permeability distribution | |
| Statistical relationships between diseases and groundwater constituents | |
| Suitability of high-frequency satellite precipitation data for the development and improvement of conceptual precipitation-runoff models | |
| Artificial neural networks for forecasting groundwater levels using Artificial Neural Networks | |
| Possibilities of applying automated data validation procedures to hydrogeological data | |
| Effects of a flood of the Alb River on the groundwater in the southern part of the city of Karlsruhe | |
| 2016 | Experimental and numerical investigations of non-linear effects in infiltration experiments |
| Interactions between karst and pore aquifers in the Donauried region | |
| Experimental and numerical investigations at a planned site for artificial groundwater recharge in Deir Alla, Jordan | |
| 2015 | Quantification of the exchange dynamics between groundwater and surface water following a dike relocation |
| 2014 | Hydrogeological investigations at the seepage slot trench and seepage string of the Neckartailfingen waterworks |
| Investigation of hydrogeological causes of land subsidence in the Rhine-Neckar region | |
| Assessment of the influence of a construction measure on the interaction of surface water and groundwater (3D-FE modelling) | |
| 2013 | Hydrogeological investigations on groundwater-induced changes in the solution-sensitive subsoil in the area of the Hessigheim am Neckar barrage |
| Investigations on the origin of uranium in the groundwater of Baden-Württemberg | |
| Vertical surface offset and solution denudation in the South German strata landscape | |
| Groundwater-induced changes in the solution-sensitive subsoil below the Hessigheim am Neckar lock system | |
| Suitability of a combined extraction-input-well system for thermal groundwater utilisation | |
| 2012 | Hydrogeological modelling of the catchment area of a mineral water well in the Upper Rhine Graben |
| Time update and calibration of the large-scale numerical groundwater model of Karlsruhe | |
| Temperature as a tracer to determine the inflow from surface waters into the groundwater - Numerical calculations of groundwater flow and heat transport | |
| Groundwater recharge and groundwater dynamics in the urban area of Pforzheim |
Bachelor Theses
| 2018 | Research, compilation and evaluation of freely available, groundwater-relevant data in Europe |
| 2016 | Regionally significant karst aquifer systems in the territory of the Russian Federation |
| 2015 | Characterisation of groundwater movement in the Donauried region |
| Comparison of analytical methods for estimating temperature as a tracer in groundwater flow processes | |
| Hydrogeological investigations in the Black Forest National Park | |
| 2014 | Determination of the horizontal and vertical permeability of a river bed with various hydraulic tests |
| Groundwater quality along transects through the Karlsruhe urban area | |
| 2013 | Depth-oriented characterization of the solution processes in the area of the lock Hessigheim with sulfate as natural tracer |
| Comprehensive characterization of the solution processes in the area of the lock Hessigheim with sulfate as natural tracer | |
| 2012 | Hydrogeological concept model of the Deir Alla region, Jordan |
| Evaluation of hydrochemical analyses to assess the emergency wells in Karlsruhe on the basis of legal requirements for emergency water supply | |
| The impact of energy crop cultivation for biofuel production on water quality and quantity - Theoretical foundations and case study | |
| Geohazards in karst | |
| Thermal use of spring waters in the Alpine region - Basic principles and feasibility study for Riezlern, Kleinwalsertal, Austria | |
| 2010 | Comparative investigation of different activated carbon products with regard to their suitability in labelling experiments with fluorescent dyes |
| Preparation and execution of a tracer test on the military training area Grafenwöhr/Upper Palatinate | |
| Investigations on the degradation behaviour of fluorescent tracers under the influence of heat | |
| Investigations on the degradation behaviour of fluorescent tracers under the influence of cold | |
| Comparative investigation of different eluants for the desorption of Amidorhodamine G from activated carbon | |
| Comparative investigation of different activated carbon products with regard to their suitability in labelling experiments with fluorescent dyes |